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Liu, Xuefeng
22 publications
MLHC
2025
Bidirectional Hierarchical Protein Multi-Modal Representation Learning
Xuefeng Liu
,
Songhao Jiang
,
Chih-chan Tien
,
Jinbo Xu
,
Rick L. Stevens
ICML
2025
Causality Inspired Federated Learning for OOD Generalization
Jiayuan Zhang
,
Xuefeng Liu
,
Jianwei Niu
,
Shaojie Tang
,
Haotian Yang
,
Xinghao Wu
CVPRW
2025
Deciding the Path: Leveraging Multi-Agent Systems for Solving Complex Tasks
Iman Abbasnejad
,
Xuefeng Liu
,
Atanu Roy
AAAI
2025
DiffDVC: Accurate Event Detection for Dense Video Captioning via Diffusion Models
Wei Chen
,
Jianwei Niu
,
Xuefeng Liu
,
Zhendong Wang
,
Shaojie Tang
,
Guogang Zhu
ICCV
2025
Keep Your Friends Close, and Your Enemies Farther: Distance-Aware Voxel-Wise Contrastive Learning for Semi-Supervised Multi-Organ Segmentation
Haochen Zhao
,
Jianwei Niu
,
Xuefeng Liu
,
Xiaozheng Xie
,
Li Kuang
,
Haotian Yang
,
Bin Dai
,
Hui Meng
,
Yong Wang
ICLR
2025
Learning from Imperfect Human Feedback: A Tale from Corruption-Robust Dueling
Yuwei Cheng
,
Fan Yao
,
Xuefeng Liu
,
Haifeng Xu
AAAI
2025
OpenVIS: Open-Vocabulary Video Instance Segmentation
Pinxue Guo
,
Hao Huang
,
Peiyang He
,
Xuefeng Liu
,
Tianjun Xiao
,
Wenqiang Zhang
MLHC
2025
ScaffoldGPT: A Scaffold-Based GPT Model for Drug Optimization
Xuefeng Liu
,
Songhao Jiang
,
Ian Foster
,
Jinbo Xu
,
Rick L. Stevens
NeurIPS
2025
Tackling Feature-Classifier Mismatch in Federated Learning via Prompt-Driven Feature Transformation
Xinghao Wu
,
Xuefeng Liu
,
Jianwei Niu
,
Guogang Zhu
,
Mingjia Shi
,
Shaojie Tang
,
Jing Yuan
IJCAI
2024
BeyondVision: An EMG-Driven Micro Hand Gesture Recognition Based on Dynamic Segmentation
Nana Wang
,
Jianwei Niu
,
Xuefeng Liu
,
Dongqin Yu
,
Guogang Zhu
,
Xinghao Wu
,
Mingliang Xu
,
Hao Su
ICLR
2024
Blending Imitation and Reinforcement Learning for Robust Policy Improvement
Xuefeng Liu
,
Takuma Yoneda
,
Rick Stevens
,
Matthew Walter
,
Yuxin Chen
NeurIPS
2024
Contextual Active Model Selection
Xuefeng Liu
,
Fangfang Xia
,
Rick L. Stevens
,
Yuxin Chen
ICML
2024
Entropy-Reinforced Planning with Large Language Models for Drug Discovery
Xuefeng Liu
,
Chih-Chan Tien
,
Peng Ding
,
Songhao Jiang
,
Rick L. Stevens
IJCAI
2024
Estimating Before Debiasing: A Bayesian Approach to Detaching Prior Bias in Federated Semi-Supervised Learning
Guogang Zhu
,
Xuefeng Liu
,
Xinghao Wu
,
Shaojie Tang
,
Chao Tang
,
Jianwei Niu
,
Hao Su
NeurIPS
2024
Why Go Full? Elevating Federated Learning Through Partial Network Updates
Haolin Wang
,
Xuefeng Liu
,
Jianwei Niu
,
Wenkai Guo
,
Shaojie Tang
ICML
2023
Active Policy Improvement from Multiple Black-Box Oracles
Xuefeng Liu
,
Takuma Yoneda
,
Chaoqi Wang
,
Matthew Walter
,
Yuxin Chen
ICCV
2023
Bold but Cautious: Unlocking the Potential of Personalized Federated Learning Through Cautiously Aggressive Collaboration
Xinghao Wu
,
Xuefeng Liu
,
Jianwei Niu
,
Guogang Zhu
,
Shaojie Tang
NeurIPSW
2023
DrugImprover: Utilizing Reinforcement Learning for Multi-Objective Alignment in Drug Optimization
Xuefeng Liu
,
Songhao Jiang
,
Archit Vasan
,
Alexander Brace
,
Ozan Gokdemir
,
Thomas Brettin
,
Fangfang Xia
,
Ian Foster
,
Rick Stevens
CVPR
2021
ArtCoder: An End-to-End Method for Generating Scanning-Robust Stylized QR Codes
Hao Su
,
Jianwei Niu
,
Xuefeng Liu
,
Qingfeng Li
,
Ji Wan
,
Mingliang Xu
,
Tao Ren
AAAI
2021
MangaGAN: Unpaired Photo-to-Manga Translation Based on the Methodology of Manga Drawing
Hao Su
,
Jianwei Niu
,
Xuefeng Liu
,
Qingfeng Li
,
Jiahe Cui
,
Ji Wan
ICCV
2021
Visformer: The Vision-Friendly Transformer
Zhengsu Chen
,
Lingxi Xie
,
Jianwei Niu
,
Xuefeng Liu
,
Longhui Wei
,
Qi Tian
IJCAI
2020
SelectScale: Mining More Patterns from Images via Selective and Soft Dropout
Zhengsu Chen
,
Jianwei Niu
,
Xuefeng Liu
,
Shaojie Tang